| Feature | importance |
|---|---|
| LeadList_M01NonPaymentCount | 7.2020932 |
| LeadList_CreditLimitChangeCount | 2.2183045 |
| LeadList_M01Expenses | 3.9870634 |
| LeadList_EconomicCondition105 | 1.2610260 |
| LeadList_EconomicCondition110 | 3.6042876 |
| LeadList_EconomicCondition160 | 1.5171734 |
| LeadList_EconomicCondition199 | 2.3042654 |
| LeadList_EconomicCondition201 | 0.4865222 |
| LeadList_EconomicCondition206 | 0.9963296 |
| LeadList_EconomicCondition214 | 0.1189232 |
| LeadList_EconomicCondition333 | 0.4786988 |
| LeadList_EconomicCondition334 | 1.8157875 |
| LeadList_EconomicCondition339 | 2.8808807 |
| LeadList_EconomicCondition340 | 0.0957341 |
| LeadList_EconomicCondition344 | 0.1328899 |
| LeadList_EconomicCondition345 | 3.2314602 |
| LeadList_EconomicCondition350 | 1.2962995 |
| LeadList_EconomicCondition400 | 1.4234051 |
| LeadList_EconomicCondition410 | 3.0464031 |
| LeadList_EconomicCondition420 | 2.1182982 |
| LeadList_EconomicCondition440 | 0.4642193 |
| LeadList_EconomicCondition460 | 0.7225279 |
| LeadList_EconomicCondition500 | 1.9706129 |
| LeadList_EconomicCondition510 | 0.0799824 |
| LeadList_EconomicCondition532 | 0.0550473 |
| LeadList_EconomicCondition550 | 0.2739993 |
| LeadList_EconomicCondition600 | 1.5954271 |
| LeadList_EconomicCondition603 | 0.0595232 |
| LeadList_EconomicCondition777 | 5.1535672 |
| LeadList_EconomicCondition888 | 1.2934191 |
| LeadList_EconomicConditionNA | 2.3046529 |
| LeadList_M01Payment | 1.8258302 |
| LeadList_AmountOverdue | 0.6364990 |
| LeadList_Dgt120OverdueCount | 0.1699727 |
| LeadList_D30to59OverdueCount | 7.5104368 |
| LeadList_D60to89OverdueCount | 1.0651616 |
| LeadList_D90to119OverdueCount | 0.3509184 |
| LeadList_OverdueCount | 13.6434222 |
| LeadList_ProductCode74 | 2.3957542 |
| LeadList_ProductCode75 | 1.1111348 |
| LeadList_ProductCodeNA | 2.4472074 |
| LeadList_ratio_col11 | 4.7018196 |
| LeadList_ratio_col12 | 1.9985429 |
| LeadList_ratio_col13 | 0.7695661 |
| LeadList_ratio_col14 | 2.0410961 |
| ATCH_FilaJ1C2 | 1.4453690 |
| ATCH_FilaJ1C3 | 2.6520167 |
| ATCH_FilaJ1C4 | 0.7446250 |
| ATCH_FilaJ1CA | 23.4617658 |
| ATCH_FilaJ1CR | 5.1760258 |
| ATCH_RiskLevel0 | 0.0079219 |
| ATCH_RiskLevel1 | 0.4473949 |
| ATCH_RiskLevel2 | 7.7172344 |
| ATCH_RiskLevel3 | 3.4360443 |
| ATCH_RiskLevel4 | 5.6520131 |
| ATCH_SkillS_1_Pv_TDC_B>9 | 0.6808742 |
| saldo30d_CRM | 9.2340340 |
| saldo60d_CRM | 2.3839106 |
| saldo90d_CRM | 0.9308268 |
| saldo_12_CRM | 5.5736591 |
| total_number_of_non_payments_CRM | 0.6911127 |
| Pago_Minimo_Actualizado_CRM | 1.7652695 |
| months_since_last_payment_CRM | 62.4145477 |
| months_since_last_purchase_CRM | 0.6695055 |
| AmountDueBin_CRM1a | 14.4517570 |
| AmountDueBin_CRM2a | 6.2998151 |
| AmountDueBin_CRM3a | 2.2443008 |
| AmountDueBin_CRM4a | 1.4934318 |
| AmountDueBin_CRM5a | 0.1158766 |
| AmountDueBin_CRM6a | 1.9406477 |
| AmountDueBin_CRM7a | 2.8856611 |
| AmountDueBin_CRM8a | 2.3327122 |
| AmountDueBin_CRMNA | 4.0737093 |
| Appearance_PV1_Rolling12_Cycle_LL | 4.4310344 |
| Appearance_PV1_Rolling6_Cycle_LL | 1.1781482 |
| Appearance_Gracia_Rolling6_Cycle_LL | 1.4803518 |
| Appearancesincollecbefore | 1.9166105 |
| MaxDepthInCollecBEfore | 1.8281569 |
| LastAppearanceInCollectionelevenmonthsback | 0.7877379 |
| LastAppearanceInCollectionfivemonthsback | 1.9456716 |
| LastAppearanceInCollectionfourmonthsback | 3.7287717 |
| LastAppearanceInCollectionNA | 0.9416753 |
| LastAppearanceInCollectionninemonthsback | 2.8339757 |
| LastAppearanceInCollectionnoappearance | 5.3358497 |
| LastAppearanceInCollectiononemonthback | 7.9475359 |
| LastAppearanceInCollectionsevenmonthsback | 2.5454975 |
| LastAppearanceInCollectionsixmonthsback | 4.2330428 |
| LastAppearanceInCollectiontenmonthsback | 2.4604755 |
| LastAppearanceInCollectionthreemonthsback | 4.2943069 |
| LastAppearanceInCollectiontwomonthsback | 5.9581750 |
| U6_TotalAmountDue | 5.0937141 |
| Feature | importance |
|---|---|
| LeadList_M01NonPaymentCount | 6.9569504 |
| LeadList_CreditLimitChangeCount | 2.2137099 |
| LeadList_M01Expenses | 4.3311303 |
| LeadList_EconomicCondition105 | 1.2104128 |
| LeadList_EconomicCondition110 | 3.3604723 |
| LeadList_EconomicCondition160 | 0.9088060 |
| LeadList_EconomicCondition199 | 0.6471624 |
| LeadList_EconomicCondition201 | 0.3791408 |
| LeadList_EconomicCondition206 | 0.5751868 |
| LeadList_EconomicCondition214 | 0.1479884 |
| LeadList_EconomicCondition333 | 0.2851962 |
| LeadList_EconomicCondition334 | 1.2281622 |
| LeadList_EconomicCondition339 | 1.8990754 |
| LeadList_EconomicCondition340 | 0.4832403 |
| LeadList_EconomicCondition344 | 0.0818022 |
| LeadList_EconomicCondition345 | 4.0495028 |
| LeadList_EconomicCondition350 | 1.5282779 |
| LeadList_EconomicCondition400 | 4.3224113 |
| LeadList_EconomicCondition410 | 3.4959301 |
| LeadList_EconomicCondition420 | 1.4210276 |
| LeadList_EconomicCondition440 | 0.2725618 |
| LeadList_EconomicCondition460 | 1.0809343 |
| LeadList_EconomicCondition500 | 1.2296521 |
| LeadList_EconomicCondition510 | 0.1845155 |
| LeadList_EconomicCondition550 | 1.8175879 |
| LeadList_EconomicCondition600 | 1.2531870 |
| LeadList_EconomicCondition603 | 0.0594954 |
| LeadList_EconomicCondition777 | 4.9635452 |
| LeadList_EconomicCondition888 | 0.5478212 |
| LeadList_EconomicConditionNA | 1.9739089 |
| LeadList_M01Payment | 1.6872033 |
| LeadList_AmountOverdue | 0.7660886 |
| LeadList_Dgt120OverdueCount | 0.0949906 |
| LeadList_D30to59OverdueCount | 7.1679519 |
| LeadList_D60to89OverdueCount | 0.9983811 |
| LeadList_D90to119OverdueCount | 0.5290170 |
| LeadList_OverdueCount | 12.6825550 |
| LeadList_ProductCode74 | 2.8293548 |
| LeadList_ProductCode75 | 1.3543920 |
| LeadList_ProductCodeNA | 2.4544164 |
| LeadList_ratio_col11 | 4.6275692 |
| LeadList_ratio_col12 | 0.7239101 |
| LeadList_ratio_col13 | 1.4020651 |
| LeadList_ratio_col14 | 1.9791633 |
| ATCH_FilaJ1C2 | 2.1136724 |
| ATCH_FilaJ1C3 | 2.7627761 |
| ATCH_FilaJ1C4 | 1.2986736 |
| ATCH_FilaJ1CA | 22.8295324 |
| ATCH_FilaJ1CR | 5.4912832 |
| ATCH_RiskLevel0 | 0.4222875 |
| ATCH_RiskLevel1 | 0.7737497 |
| ATCH_RiskLevel2 | 8.8510023 |
| ATCH_RiskLevel3 | 3.9940300 |
| ATCH_RiskLevel4 | 5.9252839 |
| ATCH_SkillS_1_Pv_TDC_B>9 | 0.4609634 |
| saldo30d_CRM | 8.9117661 |
| saldo60d_CRM | 2.2265051 |
| saldo90d_CRM | 0.9505397 |
| saldo_12_CRM | 5.5044575 |
| total_number_of_non_payments_CRM | 0.9854979 |
| Pago_Minimo_Actualizado_CRM | 1.2367069 |
| months_since_last_payment_CRM | 62.3827556 |
| months_since_last_purchase_CRM | 0.3468278 |
| AmountDueBin_CRM1a | 14.6249186 |
| AmountDueBin_CRM2a | 7.2196036 |
| AmountDueBin_CRM3a | 3.4627160 |
| AmountDueBin_CRM4a | 2.3551099 |
| AmountDueBin_CRM5a | 0.3659880 |
| AmountDueBin_CRM6a | 1.6480529 |
| AmountDueBin_CRM7a | 2.2775602 |
| AmountDueBin_CRM8a | 1.6155426 |
| AmountDueBin_CRMNA | 4.8070274 |
| Appearance_PV1_Rolling12_Cycle_LL | 4.3562973 |
| Appearance_PV1_Rolling6_Cycle_LL | 1.2520672 |
| Appearance_Gracia_Rolling6_Cycle_LL | 1.2588789 |
| Appearancesincollecbefore | 1.1425067 |
| MaxDepthInCollecBEfore | 2.7448966 |
| LastAppearanceInCollectionelevenmonthsback | 1.4553246 |
| LastAppearanceInCollectionfivemonthsback | 1.6567356 |
| LastAppearanceInCollectionfourmonthsback | 3.6441454 |
| LastAppearanceInCollectionNA | 0.7889123 |
| LastAppearanceInCollectionninemonthsback | 2.1171621 |
| LastAppearanceInCollectionnoappearance | 4.9824979 |
| LastAppearanceInCollectiononemonthback | 7.5773297 |
| LastAppearanceInCollectionsevenmonthsback | 2.3408247 |
| LastAppearanceInCollectionsixmonthsback | 3.8921513 |
| LastAppearanceInCollectiontenmonthsback | 1.8867582 |
| LastAppearanceInCollectionthreemonthsback | 3.5468172 |
| LastAppearanceInCollectiontwomonthsback | 5.4010784 |
| U6_TotalAmountDue | 5.0225549 |
| Feature | importance |
|---|---|
| LeadList_M01NonPaymentCount | 8.1661872 |
| LeadList_CreditLimitChangeCount | 1.6744947 |
| LeadList_M01Expenses | 4.3454475 |
| LeadList_EconomicCondition105 | 0.2861464 |
| LeadList_EconomicCondition110 | 2.5082391 |
| LeadList_EconomicCondition160 | 2.6988495 |
| LeadList_EconomicCondition199 | 1.7037522 |
| LeadList_EconomicCondition201 | 0.4568391 |
| LeadList_EconomicCondition206 | 0.6152047 |
| LeadList_EconomicCondition214 | 0.0801377 |
| LeadList_EconomicCondition333 | 0.1178631 |
| LeadList_EconomicCondition334 | 2.4822712 |
| LeadList_EconomicCondition339 | 1.3115081 |
| LeadList_EconomicCondition340 | 0.3108431 |
| LeadList_EconomicCondition344 | 0.1520355 |
| LeadList_EconomicCondition345 | 3.9068677 |
| LeadList_EconomicCondition350 | 2.6459023 |
| LeadList_EconomicCondition400 | 3.0867907 |
| LeadList_EconomicCondition410 | 3.5648328 |
| LeadList_EconomicCondition420 | 1.0733872 |
| LeadList_EconomicCondition440 | 0.3772524 |
| LeadList_EconomicCondition460 | 0.4188575 |
| LeadList_EconomicCondition500 | 1.5071173 |
| LeadList_EconomicCondition510 | 0.2691014 |
| LeadList_EconomicCondition532 | 0.0822576 |
| LeadList_EconomicCondition550 | 0.9130747 |
| LeadList_EconomicCondition600 | 1.4326185 |
| LeadList_EconomicCondition603 | 0.0894538 |
| LeadList_EconomicCondition777 | 4.1311006 |
| LeadList_EconomicCondition888 | 0.6347702 |
| LeadList_EconomicConditionNA | 1.6246094 |
| LeadList_M01Payment | 1.8649110 |
| LeadList_AmountOverdue | 3.3836751 |
| LeadList_Dgt120OverdueCount | 0.2814071 |
| LeadList_D30to59OverdueCount | 7.6565842 |
| LeadList_D60to89OverdueCount | 1.7260981 |
| LeadList_D90to119OverdueCount | 0.7481844 |
| LeadList_OverdueCount | 12.9561434 |
| LeadList_ProductCode74 | 2.7217902 |
| LeadList_ProductCode75 | 1.2318575 |
| LeadList_ProductCodeNA | 2.7885832 |
| LeadList_ratio_col11 | 4.5698048 |
| LeadList_ratio_col12 | 1.3108477 |
| LeadList_ratio_col13 | 1.3256682 |
| LeadList_ratio_col14 | 3.4657822 |
| ATCH_FilaJ1C2 | 2.5429179 |
| ATCH_FilaJ1C3 | 2.4595423 |
| ATCH_FilaJ1C4 | 0.8436472 |
| ATCH_FilaJ1CA | 23.3782274 |
| ATCH_FilaJ1CR | 6.5545906 |
| ATCH_RiskLevel0 | 0.0431693 |
| ATCH_RiskLevel1 | 0.6512056 |
| ATCH_RiskLevel2 | 7.2100675 |
| ATCH_RiskLevel3 | 3.2703895 |
| ATCH_RiskLevel4 | 5.1608742 |
| ATCH_SkillS_1_Pv_TDC_B>9 | 1.1226882 |
| saldo30d_CRM | 10.6769548 |
| saldo60d_CRM | 1.1658012 |
| saldo90d_CRM | 1.5046177 |
| saldo_12_CRM | 4.2925339 |
| total_number_of_non_payments_CRM | 0.1496233 |
| Pago_Minimo_Actualizado_CRM | 2.6464840 |
| months_since_last_payment_CRM | 62.6338432 |
| months_since_last_purchase_CRM | 0.1728973 |
| AmountDueBin_CRM1a | 13.2764226 |
| AmountDueBin_CRM2a | 5.1675825 |
| AmountDueBin_CRM3a | 1.6457612 |
| AmountDueBin_CRM4a | 0.9702171 |
| AmountDueBin_CRM5a | 0.2670395 |
| AmountDueBin_CRM6a | 2.9006253 |
| AmountDueBin_CRM7a | 3.2785449 |
| AmountDueBin_CRM8a | 2.3676061 |
| AmountDueBin_CRMNA | 3.9635882 |
| Appearance_PV1_Rolling12_Cycle_LL | 5.1620131 |
| Appearance_PV1_Rolling6_Cycle_LL | 0.9806705 |
| Appearance_Gracia_Rolling6_Cycle_LL | 0.6487262 |
| Appearancesincollecbefore | 2.5184830 |
| MaxDepthInCollecBEfore | 2.0764720 |
| LastAppearanceInCollectionelevenmonthsback | 0.8847433 |
| LastAppearanceInCollectionfivemonthsback | 2.5704938 |
| LastAppearanceInCollectionfourmonthsback | 3.4491130 |
| LastAppearanceInCollectionNA | 1.5572485 |
| LastAppearanceInCollectionninemonthsback | 3.1317737 |
| LastAppearanceInCollectionnoappearance | 5.5267644 |
| LastAppearanceInCollectiononemonthback | 8.0813778 |
| LastAppearanceInCollectionsevenmonthsback | 2.3273418 |
| LastAppearanceInCollectionsixmonthsback | 4.5242776 |
| LastAppearanceInCollectiontenmonthsback | 2.2766539 |
| LastAppearanceInCollectionthreemonthsback | 4.5517861 |
| LastAppearanceInCollectiontwomonthsback | 5.6573219 |
| U6_TotalAmountDue | 3.8713325 |
| Feature | Gain | Cover | Frequency |
|---|---|---|---|
| months_since_last_payment_CRM | 0.4143725 | 0.2086875 | 0.0989350 |
| months_since_last_purchase_CRM | 0.1083558 | 0.1224533 | 0.0922056 |
| LeadList_AmountOverdue | 0.0771611 | 0.0664767 | 0.0571003 |
| ATCH_FilaJ1CA | 0.0553313 | 0.0611096 | 0.0390030 |
| saldo30d_CRM | 0.0483324 | 0.0419862 | 0.0460602 |
| Pago_Minimo_Actualizado_CRM | 0.0411710 | 0.0657477 | 0.0811010 |
| U6_TotalAmountDue | 0.0223475 | 0.0376096 | 0.0568396 |
| LeadList_M01NonPaymentCount | 0.0208980 | 0.0180836 | 0.0169899 |
| saldo_12_CRM | 0.0198394 | 0.0273971 | 0.0517674 |
| LastAppearanceInCollectiononemonthback | 0.0184071 | 0.0206448 | 0.0177308 |
| LeadList_M01Expenses | 0.0139408 | 0.0139369 | 0.0462719 |
| LeadList_D30to59OverdueCount | 0.0134837 | 0.0374113 | 0.0265639 |
| LeadList_ratio_col13 | 0.0133662 | 0.0240473 | 0.0367754 |
| LeadList_ratio_col14 | 0.0129824 | 0.0146545 | 0.0234767 |
| LeadList_ratio_col11 | 0.0115851 | 0.0188571 | 0.0320852 |
| ATCH_FilaJ1CR | 0.0108568 | 0.0163103 | 0.0216130 |
| LeadList_ratio_col12 | 0.0102622 | 0.0140121 | 0.0298137 |
| LeadList_M01Payment | 0.0095655 | 0.0078741 | 0.0320878 |
| ATCH_RiskLevel4 | 0.0079079 | 0.0196311 | 0.0138614 |
| MaxDepthInCollecBEfore | 0.0075930 | 0.0243057 | 0.0144293 |
| total_number_of_non_payments_CRM | 0.0075323 | 0.0102025 | 0.0208825 |
| LeadList_CreditLimitChangeCount | 0.0055535 | 0.0146712 | 0.0176946 |
| ATCH_RiskLevel1 | 0.0050318 | 0.0092149 | 0.0132393 |
| LeadList_OverdueCount | 0.0048379 | 0.0066691 | 0.0077825 |
| Appearance_PV1_Rolling12_Cycle_LL | 0.0039962 | 0.0083146 | 0.0108646 |
| ATCH_RiskLevel2 | 0.0038979 | 0.0141288 | 0.0093029 |
| saldo60d_CRM | 0.0034125 | 0.0032660 | 0.0073153 |
| Appearance_Gracia_Rolling6_Cycle_LL | 0.0033495 | 0.0087299 | 0.0086344 |
| Appearancesincollecbefore | 0.0031705 | 0.0063817 | 0.0080174 |
| Appearance_PV1_Rolling6_Cycle_LL | 0.0026658 | 0.0038823 | 0.0084253 |
| LastAppearanceInCollectionfivemonthsback | 0.0026253 | 0.0131808 | 0.0053871 |
| LeadList_ProductCode74 | 0.0021422 | 0.0091391 | 0.0059550 |
| LeadList_EconomicCondition350 | 0.0015692 | 0.0018637 | 0.0045198 |
| LastAppearanceInCollectionnoappearance | 0.0014610 | 0.0012023 | 0.0016004 |
| ATCH_RiskLevel3 | 0.0013355 | 0.0041378 | 0.0036215 |
| LastAppearanceInCollectionelevenmonthsback | 0.0012477 | 0.0106813 | 0.0030278 |
| LeadList_EconomicCondition101 | 0.0010798 | 0.0006369 | 0.0028600 |
| LastAppearanceInCollectionthreemonthsback | 0.0008042 | 0.0008333 | 0.0024109 |
| LeadList_EconomicCondition777 | 0.0006456 | 0.0009400 | 0.0019566 |
| LastAppearanceInCollectiontwomonthsback | 0.0006379 | 0.0006290 | 0.0022380 |
| LeadList_ProductCode75 | 0.0004967 | 0.0005555 | 0.0016546 |
| LeadList_D60to89OverdueCount | 0.0004848 | 0.0006303 | 0.0017888 |
| LeadList_EconomicCondition410 | 0.0004455 | 0.0017554 | 0.0014868 |
| LastAppearanceInCollectionfourmonthsback | 0.0003616 | 0.0002787 | 0.0014507 |
| ATCH_FilaJ1C2 | 0.0003033 | 0.0003249 | 0.0011254 |
| LeadList_EconomicCondition550 | 0.0002767 | 0.0003439 | 0.0010351 |
| LeadList_EconomicCondition400 | 0.0002455 | 0.0004790 | 0.0007873 |
| AmountDueBin_CRM2a | 0.0002352 | 0.0002820 | 0.0009680 |
| AmountDueBin_CRM3a | 0.0002346 | 0.0001954 | 0.0009009 |
| LeadList_EconomicCondition110 | 0.0002141 | 0.0008443 | 0.0007666 |
| LastAppearanceInCollectiontenmonthsback | 0.0002130 | 0.0003967 | 0.0008234 |
| ATCH_FilaJ1C3 | 0.0002021 | 0.0001493 | 0.0008621 |
| LeadList_EconomicCondition334 | 0.0001815 | 0.0004186 | 0.0006763 |
| LeadList_EconomicCondition420 | 0.0001792 | 0.0005592 | 0.0006298 |
| LeadList_EconomicCondition460 | 0.0001712 | 0.0001782 | 0.0006298 |
| LeadList_EconomicCondition333 | 0.0001622 | 0.0001990 | 0.0006247 |
| LeadList_D90to119OverdueCount | 0.0001338 | 0.0001542 | 0.0005756 |
| AmountDueBin_CRM1a | 0.0001251 | 0.0000946 | 0.0004982 |
| LeadList_EconomicCondition500 | 0.0001065 | 0.0002297 | 0.0004466 |
| LastAppearanceInCollectionsevenmonthsback | 0.0001057 | 0.0006105 | 0.0003924 |
| AmountDueBin_CRM4a | 0.0000810 | 0.0001854 | 0.0003459 |
| LeadList_EconomicCondition345 | 0.0000804 | 0.0009158 | 0.0002685 |
| LastAppearanceInCollectionninemonthsback | 0.0000600 | 0.0000627 | 0.0002246 |
| LastAppearanceInCollectionsixmonthsback | 0.0000495 | 0.0000652 | 0.0001936 |
| ATCH_FilaJ1C4 | 0.0000350 | 0.0000423 | 0.0001394 |
| LeadList_EconomicCondition440 | 0.0000230 | 0.0000412 | 0.0001033 |
| AmountDueBin_CRM6a | 0.0000128 | 0.0000336 | 0.0000594 |
| AmountDueBin_CRM5a | 0.0000094 | 0.0000037 | 0.0000439 |
| LeadList_EconomicCondition160 | 0.0000063 | 0.0000177 | 0.0000232 |
| LeadList_EconomicConditionNA | 0.0000032 | 0.0000019 | 0.0000077 |
| LeadList_EconomicCondition339 | 0.0000018 | 0.0000015 | 0.0000077 |
| AmountDueBin_CRM7a | 0.0000017 | 0.0000072 | 0.0000077 |
| LeadList_EconomicCondition888 | 0.0000008 | 0.0000006 | 0.0000026 |
| AmountDueBin_CRMNA | 0.0000006 | 0.0000002 | 0.0000026 |
| Feature | Gain | Cover | Frequency |
|---|---|---|---|
| months_since_last_payment_CRM | 0.4085975 | 0.2049815 | 0.0947266 |
| months_since_last_purchase_CRM | 0.1179131 | 0.1247520 | 0.0955827 |
| LeadList_AmountOverdue | 0.0688341 | 0.0642024 | 0.0593061 |
| saldo30d_CRM | 0.0604892 | 0.0454227 | 0.0496037 |
| ATCH_FilaJ1CA | 0.0542152 | 0.0602994 | 0.0388874 |
| Pago_Minimo_Actualizado_CRM | 0.0406433 | 0.0706989 | 0.0838980 |
| U6_TotalAmountDue | 0.0238284 | 0.0345259 | 0.0626312 |
| LeadList_ratio_col14 | 0.0202298 | 0.0217542 | 0.0287328 |
| saldo_12_CRM | 0.0196991 | 0.0254351 | 0.0517063 |
| LeadList_M01NonPaymentCount | 0.0186660 | 0.0173311 | 0.0158016 |
| LastAppearanceInCollectiononemonthback | 0.0158023 | 0.0211024 | 0.0179309 |
| LeadList_ratio_col13 | 0.0127508 | 0.0190265 | 0.0338342 |
| LeadList_D30to59OverdueCount | 0.0119691 | 0.0339082 | 0.0245731 |
| LeadList_M01Expenses | 0.0113127 | 0.0104009 | 0.0389115 |
| ATCH_FilaJ1CR | 0.0103221 | 0.0163776 | 0.0203011 |
| LeadList_ratio_col12 | 0.0097863 | 0.0118047 | 0.0281096 |
| LeadList_M01Payment | 0.0096804 | 0.0109171 | 0.0340749 |
| LeadList_ratio_col11 | 0.0088212 | 0.0165343 | 0.0251697 |
| ATCH_RiskLevel4 | 0.0077869 | 0.0213898 | 0.0135920 |
| MaxDepthInCollecBEfore | 0.0076598 | 0.0244410 | 0.0162162 |
| total_number_of_non_payments_CRM | 0.0071498 | 0.0090567 | 0.0203920 |
| Appearance_PV1_Rolling12_Cycle_LL | 0.0059682 | 0.0156431 | 0.0156705 |
| LeadList_OverdueCount | 0.0057832 | 0.0070194 | 0.0087608 |
| LeadList_CreditLimitChangeCount | 0.0041379 | 0.0083104 | 0.0143169 |
| ATCH_RiskLevel2 | 0.0039927 | 0.0147646 | 0.0090471 |
| ATCH_RiskLevel1 | 0.0037225 | 0.0076572 | 0.0114091 |
| Appearancesincollecbefore | 0.0033904 | 0.0061373 | 0.0083729 |
| saldo60d_CRM | 0.0032551 | 0.0040766 | 0.0077951 |
| Appearance_Gracia_Rolling6_Cycle_LL | 0.0028153 | 0.0049610 | 0.0083408 |
| Appearance_PV1_Rolling6_Cycle_LL | 0.0025503 | 0.0033431 | 0.0078781 |
| ATCH_RiskLevel3 | 0.0017965 | 0.0045638 | 0.0052003 |
| LeadList_ProductCode74 | 0.0017913 | 0.0074500 | 0.0051709 |
| LastAppearanceInCollectionfivemonthsback | 0.0016467 | 0.0085691 | 0.0045663 |
| LastAppearanceInCollectionelevenmonthsback | 0.0016017 | 0.0124623 | 0.0037799 |
| LeadList_EconomicCondition410 | 0.0011975 | 0.0085146 | 0.0029907 |
| LeadList_EconomicCondition350 | 0.0011696 | 0.0018683 | 0.0037050 |
| LeadList_D60to89OverdueCount | 0.0010269 | 0.0012321 | 0.0035525 |
| LastAppearanceInCollectionnoappearance | 0.0008186 | 0.0007988 | 0.0013589 |
| LeadList_EconomicCondition101 | 0.0007700 | 0.0005209 | 0.0022123 |
| LastAppearanceInCollectiontwomonthsback | 0.0006845 | 0.0005062 | 0.0021615 |
| ATCH_FilaJ1C2 | 0.0006718 | 0.0014829 | 0.0019742 |
| LeadList_EconomicCondition400 | 0.0005949 | 0.0034666 | 0.0016773 |
| LeadList_EconomicCondition110 | 0.0005910 | 0.0046918 | 0.0018458 |
| LeadList_EconomicCondition777 | 0.0005383 | 0.0008265 | 0.0015970 |
| LeadList_ProductCode75 | 0.0003650 | 0.0003614 | 0.0013402 |
| LeadList_EconomicCondition345 | 0.0003371 | 0.0029405 | 0.0010566 |
| ATCH_FilaJ1C3 | 0.0003031 | 0.0001882 | 0.0010861 |
| LastAppearanceInCollectionthreemonthsback | 0.0003002 | 0.0004172 | 0.0011556 |
| LastAppearanceInCollectionfourmonthsback | 0.0002578 | 0.0001902 | 0.0010781 |
| LeadList_EconomicCondition333 | 0.0001812 | 0.0002948 | 0.0006500 |
| LastAppearanceInCollectiontenmonthsback | 0.0001559 | 0.0002686 | 0.0006126 |
| LeadList_EconomicCondition334 | 0.0001417 | 0.0001406 | 0.0005644 |
| LeadList_EconomicCondition550 | 0.0001296 | 0.0001217 | 0.0005350 |
| LastAppearanceInCollectionsevenmonthsback | 0.0001292 | 0.0005671 | 0.0005083 |
| AmountDueBin_CRM2a | 0.0001197 | 0.0000763 | 0.0004842 |
| AmountDueBin_CRM1a | 0.0001192 | 0.0000615 | 0.0004842 |
| AmountDueBin_CRM3a | 0.0001100 | 0.0000493 | 0.0004628 |
| ATCH_FilaJ1C4 | 0.0000956 | 0.0001164 | 0.0002943 |
| LeadList_D90to119OverdueCount | 0.0000897 | 0.0000699 | 0.0003611 |
| LeadList_EconomicCondition420 | 0.0000839 | 0.0001162 | 0.0003451 |
| LastAppearanceInCollectionsixmonthsback | 0.0000760 | 0.0000720 | 0.0003076 |
| LeadList_EconomicCondition500 | 0.0000659 | 0.0001831 | 0.0002568 |
| LeadList_EconomicCondition460 | 0.0000520 | 0.0000353 | 0.0002113 |
| AmountDueBin_CRMNA | 0.0000514 | 0.0001667 | 0.0002060 |
| AmountDueBin_CRM4a | 0.0000304 | 0.0000586 | 0.0001257 |
| AmountDueBin_CRM6a | 0.0000283 | 0.0000268 | 0.0001257 |
| LeadList_EconomicCondition440 | 0.0000272 | 0.0000572 | 0.0001043 |
| LeadList_EconomicCondition160 | 0.0000245 | 0.0001017 | 0.0000990 |
| LastAppearanceInCollectionninemonthsback | 0.0000233 | 0.0000807 | 0.0000936 |
| LeadList_EconomicConditionNA | 0.0000226 | 0.0000052 | 0.0000455 |
| AmountDueBin_CRM5a | 0.0000041 | 0.0000012 | 0.0000214 |
| AmountDueBin_CRM7a | 0.0000019 | 0.0000003 | 0.0000107 |
| LeadList_EconomicCondition888 | 0.0000011 | 0.0000003 | 0.0000054 |
| LeadList_EconomicCondition340 | 0.0000005 | 0.0000017 | 0.0000027 |
| Feature | Gain | Cover | Frequency |
|---|---|---|---|
| months_since_last_payment_CRM | 0.4096496 | 0.2085494 | 0.0952097 |
| months_since_last_purchase_CRM | 0.1212028 | 0.1257490 | 0.1006135 |
| LeadList_AmountOverdue | 0.0647169 | 0.0643638 | 0.0562985 |
| saldo30d_CRM | 0.0616499 | 0.0493042 | 0.0459203 |
| ATCH_FilaJ1CA | 0.0498430 | 0.0571559 | 0.0376702 |
| Pago_Minimo_Actualizado_CRM | 0.0387244 | 0.0642402 | 0.0785926 |
| U6_TotalAmountDue | 0.0232394 | 0.0353053 | 0.0600033 |
| LeadList_M01NonPaymentCount | 0.0221838 | 0.0198450 | 0.0186673 |
| saldo_12_CRM | 0.0200082 | 0.0272736 | 0.0555284 |
| LeadList_D30to59OverdueCount | 0.0178607 | 0.0420846 | 0.0333722 |
| LeadList_ratio_col14 | 0.0162649 | 0.0178636 | 0.0244041 |
| LastAppearanceInCollectiononemonthback | 0.0162066 | 0.0216327 | 0.0182224 |
| ATCH_FilaJ1CR | 0.0124586 | 0.0189305 | 0.0215552 |
| LeadList_M01Expenses | 0.0122335 | 0.0132162 | 0.0412059 |
| LeadList_ratio_col13 | 0.0114049 | 0.0218233 | 0.0343817 |
| LeadList_ratio_col12 | 0.0104298 | 0.0130351 | 0.0290091 |
| LeadList_ratio_col11 | 0.0100759 | 0.0226932 | 0.0293187 |
| ATCH_RiskLevel4 | 0.0086456 | 0.0234200 | 0.0148532 |
| LeadList_M01Payment | 0.0085054 | 0.0077430 | 0.0293031 |
| total_number_of_non_payments_CRM | 0.0082089 | 0.0121604 | 0.0238733 |
| LeadList_OverdueCount | 0.0066246 | 0.0077920 | 0.0099281 |
| MaxDepthInCollecBEfore | 0.0050964 | 0.0162687 | 0.0122801 |
| LeadList_CreditLimitChangeCount | 0.0045857 | 0.0100178 | 0.0160734 |
| Appearancesincollecbefore | 0.0042749 | 0.0058523 | 0.0117493 |
| saldo60d_CRM | 0.0042713 | 0.0047085 | 0.0090566 |
| Appearance_PV1_Rolling12_Cycle_LL | 0.0039052 | 0.0099138 | 0.0110495 |
| ATCH_RiskLevel1 | 0.0033280 | 0.0057422 | 0.0093349 |
| ATCH_RiskLevel2 | 0.0031954 | 0.0134258 | 0.0074877 |
| Appearance_Gracia_Rolling6_Cycle_LL | 0.0021523 | 0.0042241 | 0.0073863 |
| ATCH_RiskLevel3 | 0.0017999 | 0.0050636 | 0.0047481 |
| Appearance_PV1_Rolling6_Cycle_LL | 0.0017721 | 0.0017303 | 0.0060620 |
| LastAppearanceInCollectionnoappearance | 0.0015491 | 0.0018566 | 0.0021984 |
| LeadList_EconomicCondition410 | 0.0014145 | 0.0088235 | 0.0038714 |
| LastAppearanceInCollectionfivemonthsback | 0.0013973 | 0.0089015 | 0.0035930 |
| LeadList_ProductCode74 | 0.0013135 | 0.0061956 | 0.0039780 |
| LeadList_EconomicCondition350 | 0.0012761 | 0.0031257 | 0.0039260 |
| LastAppearanceInCollectionelevenmonthsback | 0.0011970 | 0.0068201 | 0.0033172 |
| LeadList_EconomicCondition400 | 0.0007896 | 0.0042719 | 0.0023546 |
| LeadList_D60to89OverdueCount | 0.0006815 | 0.0006262 | 0.0025835 |
| LastAppearanceInCollectionthreemonthsback | 0.0006742 | 0.0006913 | 0.0021802 |
| LeadList_ProductCode75 | 0.0005351 | 0.0006511 | 0.0018082 |
| LastAppearanceInCollectiontwomonthsback | 0.0005266 | 0.0005776 | 0.0019591 |
| LeadList_EconomicCondition101 | 0.0004799 | 0.0002878 | 0.0014387 |
| ATCH_FilaJ1C2 | 0.0004022 | 0.0006238 | 0.0012280 |
| AmountDueBin_CRM2a | 0.0003745 | 0.0002039 | 0.0014257 |
| LeadList_EconomicCondition777 | 0.0003718 | 0.0007739 | 0.0011005 |
| LastAppearanceInCollectionfourmonthsback | 0.0003400 | 0.0001924 | 0.0012722 |
| LastAppearanceInCollectiontenmonthsback | 0.0002129 | 0.0004505 | 0.0008039 |
| LeadList_EconomicCondition334 | 0.0001658 | 0.0002390 | 0.0006426 |
| saldo90d_CRM | 0.0001651 | 0.0000786 | 0.0007389 |
| ATCH_FilaJ1C3 | 0.0001579 | 0.0001429 | 0.0006114 |
| LeadList_EconomicCondition420 | 0.0001563 | 0.0001711 | 0.0006322 |
| LeadList_EconomicCondition333 | 0.0001563 | 0.0001779 | 0.0007233 |
| LastAppearanceInCollectionsevenmonthsback | 0.0001414 | 0.0010570 | 0.0004995 |
| AmountDueBin_CRM1a | 0.0001392 | 0.0000882 | 0.0005307 |
| LastAppearanceInCollectionsixmonthsback | 0.0001192 | 0.0001490 | 0.0004345 |
| LeadList_EconomicCondition460 | 0.0001157 | 0.0001119 | 0.0004787 |
| LeadList_EconomicCondition110 | 0.0001025 | 0.0006202 | 0.0003668 |
| LeadList_D90to119OverdueCount | 0.0000993 | 0.0001034 | 0.0004241 |
| AmountDueBin_CRM3a | 0.0000947 | 0.0000858 | 0.0003668 |
| LeadList_EconomicCondition500 | 0.0000926 | 0.0002968 | 0.0003694 |
| LeadList_EconomicCondition550 | 0.0000556 | 0.0000537 | 0.0002472 |
| ATCH_FilaJ1C4 | 0.0000369 | 0.0000266 | 0.0001483 |
| LeadList_EconomicCondition160 | 0.0000265 | 0.0001034 | 0.0000963 |
| LeadList_EconomicCondition440 | 0.0000260 | 0.0000587 | 0.0001015 |
| AmountDueBin_CRM5a | 0.0000228 | 0.0000242 | 0.0000937 |
| AmountDueBin_CRM6a | 0.0000222 | 0.0000249 | 0.0000937 |
| LastAppearanceInCollectionninemonthsback | 0.0000174 | 0.0000223 | 0.0000754 |
| LeadList_EconomicCondition345 | 0.0000150 | 0.0001434 | 0.0000494 |
| AmountDueBin_CRM4a | 0.0000141 | 0.0000155 | 0.0000650 |
| LeadList_EconomicConditionNA | 0.0000034 | 0.0000038 | 0.0000130 |